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Urine proteomics for prediction of disease progression in patients with IgA nephropathy
- Source :
- Nephrology Dialysis Transplantation
- Publication Year :
- 2022
- Publisher :
- Umeå universitet, Institutionen för folkhälsa och klinisk medicin, 2022.
-
Abstract
- Background Risk of kidney function decline in immunoglobulin A (IgA) nephropathy (IgAN) is significant and may not be predicted by available clinical and histological tools. To serve this unmet need, we aimed at developing a urinary biomarker-based algorithm that predicts rapid disease progression in IgAN, thus enabling a personalized risk stratification. Methods In this multicentre study, urine samples were collected in 209 patients with biopsy-proven IgAN. Progression was defined by tertiles of the annual change of estimated glomerular filtration rate (eGFR) during follow-up. Urine samples were analysed using capillary electrophoresis coupled mass spectrometry. The area under the receiver operating characteristic curve (AUC) was used to evaluate the risk prediction models. Results Of the 209 patients, 64% were male. Mean age was 42 years, mean eGFR was 63 mL/min/1.73 m2 and median proteinuria was 1.2 g/day. We identified 237 urine peptides showing significant difference in abundance according to the tertile of eGFR change. These included fragments of apolipoprotein C-III, alpha-1 antitrypsin, different collagens, fibrinogen alpha and beta, titin, haemoglobin subunits, sodium/potassium-transporting ATPase subunit gamma, uromodulin, mucin-2, fractalkine, polymeric Ig receptor and insulin. An algorithm based on these protein fragments (IgAN237) showed a significant added value for the prediction of IgAN progression [AUC 0.89; 95% confidence interval (CI) 0.83–0.95], as compared with the clinical parameters (age, gender, proteinuria, eGFR and mean arterial pressure) alone (0.72; 95% CI 0.64–0.81). Conclusions A urinary peptide classifier predicts progressive loss of kidney function in patients with IgAN significantly better than clinical parameters alone.<br />Graphical Abstract Graphical Abstract
- Subjects :
- Immunoglobulin A
Adult
Male
Proteomics
IgAN
medicine.medical_specialty
Tamm–Horsfall protein
Urinary system
030232 urology & nephrology
Renal function
Urine
030204 cardiovascular system & hematology
Gastroenterology
Nephropathy
03 medical and health sciences
0302 clinical medicine
Internal medicine
Urologi och njurmedicin
medicine
Humans
Urology and Nephrology
AcademicSubjects/MED00340
urine proteomics
Transplantation
Proteinuria
biology
business.industry
Glomerulonephritis
Glomerulonephritis, IGA
medicine.disease
3. Good health
Nephrology
biology.protein
Disease Progression
biomarker
Original Article
progression
medicine.symptom
business
glomerulonephritis
Glomerular Filtration Rate
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Nephrology Dialysis Transplantation
- Accession number :
- edsair.doi.dedup.....316e44323a4691efbbe1c0067ccad161